IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i10p6031-d816773.html
   My bibliography  Save this article

The Impact of Globalization on Renewable Energy Development in the Countries along the Belt and Road Based on the Moderating Effect of the Digital Economy

Author

Listed:
  • Yu Zhang

    (School of Economics and Management, Southwest University of Science and Technology, Mianyang 621010, China)

  • Le Su

    (School of Economics and Management, Southwest University of Science and Technology, Mianyang 621010, China)

  • Warren Jin

    (CSIRO Data 61, GPO Box 1700, Canberra, ACT 2601, Australia)

  • Yunan Yang

    (School of Economics and Management, Southwest University of Science and Technology, Mianyang 621010, China)

Abstract

Within the context of globalization, the development of renewable energy is critical for attaining sustainable development, and the digital economy is also a critical driver for achieving it. This article incorporates globalization, renewable energy development, and the digital economy into its research framework, investigates the relationship between globalization and renewable energy development, and explores the moderating effect of the digital economy, using panel data from countries along the Belt and Road (B&R) from 2001 to 2018. It is found that globalization facilitates the development of renewable energy. The 1% increase in globalization results in a 1.06% increase in renewable energy development; the level of globalization has a significant effect on renewable energy development in high-income countries, upper-middle-income countries, and low-income countries, but not in lower-middle-income countries; the digital economy has a moderating effect on the impact of globalization on renewable energy development in countries along the B&R. Simultaneously, the effect of globalization on renewable energy development in B&R countries is influenced by the digital economy’s single threshold effect, and the effect of globalization on renewable energy development is more pronounced when the level of digital economy development is less than the threshold of 0.061. The conclusions of this article have significant implications for the B&R countries’ sustainable development in the contexts of globalization and the digital economy.

Suggested Citation

  • Yu Zhang & Le Su & Warren Jin & Yunan Yang, 2022. "The Impact of Globalization on Renewable Energy Development in the Countries along the Belt and Road Based on the Moderating Effect of the Digital Economy," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:10:p:6031-:d:816773
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/10/6031/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/10/6031/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hussain, Jamal & Zhou, Kui & Muhammad, Faqir & Khan, Danish & Khan, Anwar & Ali, Najabat & Akhtar, Rizwan, 2021. "Renewable energy investment and governance in countries along the belt & Road Initiative: Does trade openness matter?," Renewable Energy, Elsevier, vol. 180(C), pages 1278-1289.
    2. Jianda Wang & Xiucheng Dong & Kangyin Dong, 2021. "How renewable energy reduces CO2 emissions? Decoupling and decomposition analysis for 25 countries along the Belt and Road," Applied Economics, Taylor & Francis Journals, vol. 53(40), pages 4597-4613, August.
    3. Burke, Paul J. & Widnyana, Jinnie & Anjum, Zeba & Aisbett, Emma & Resosudarmo, Budy & Baldwin, Kenneth G.H., 2019. "Overcoming barriers to solar and wind energy adoption in two Asian giants: India and Indonesia," Energy Policy, Elsevier, vol. 132(C), pages 1216-1228.
    4. Baek, Jungho & Cho, Yongsung & Koo, Won W., 2009. "The environmental consequences of globalization: A country-specific time-series analysis," Ecological Economics, Elsevier, vol. 68(8-9), pages 2255-2264, June.
    5. Wijers, G.D.M., 2010. "Determinants of the digital divide: A study on IT development in Cambodia," Technology in Society, Elsevier, vol. 32(4), pages 336-341.
    6. Qi, Shaozhou & Peng, Huarong & Zhang, Xiaoling & Tan, Xiujie, 2019. "Is energy efficiency of Belt and Road Initiative countries catching up or falling behind? Evidence from a panel quantile regression approach," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    7. Mohammad Reyaz, 2020. "Cyberspace in the Post-Soviet States: Assessing the Role of New Media in Central Asia," Jadavpur Journal of International Relations, , vol. 24(1), pages 7-27, June.
    8. Ji, Qiang & Zhang, Dayong, 2019. "How much does financial development contribute to renewable energy growth and upgrading of energy structure in China?," Energy Policy, Elsevier, vol. 128(C), pages 114-124.
    9. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 755-787.
    10. Yidan Li, 2019. "Influence of the Internet on the Economic Growth of the Belt and Road Region," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 11(3), pages 248-259, September.
    11. Yu Sang Chang & Seongmin Jeon & Kudzai Shamba, 2020. "Speed of Catch-up and Digital Divide: Convergence Analysis of Mobile Cellular, Internet, and Fixed Broadband for 44 African Countries," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 23(3), pages 217-234, July.
    12. Zeren, Feyyaz & Akkuş, Hilmi Tunahan, 2020. "The relationship between renewable energy consumption and trade openness: New evidence from emerging economies," Renewable Energy, Elsevier, vol. 147(P1), pages 322-329.
    13. Anton, Sorin Gabriel & Afloarei Nucu, Anca Elena, 2020. "The effect of financial development on renewable energy consumption. A panel data approach," Renewable Energy, Elsevier, vol. 147(P1), pages 330-338.
    14. Muhammad Khalil Khan & Imran Ali Sandano & Cornelius B. Pratt & Tahir Farid, 2018. "China’s Belt and Road Initiative: A Global Model for an Evolving Approach to Sustainable Regional Development," Sustainability, MDPI, vol. 10(11), pages 1-20, November.
    15. Doytch, Nadia & Narayan, Seema, 2016. "Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption," Energy Economics, Elsevier, vol. 54(C), pages 291-301.
    16. Hongyun, Han & Radwan, Amira, 2021. "Economic and social structure and electricity consumption in Egypt," Energy, Elsevier, vol. 231(C).
    17. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    18. Gozgor, Giray & Mahalik, Mantu Kumar & Demir, Ender & Padhan, Hemachandra, 2020. "The impact of economic globalization on renewable energy in the OECD countries," Energy Policy, Elsevier, vol. 139(C).
    19. Omri, Anis & Nguyen, Duc Khuong, 2014. "On the determinants of renewable energy consumption: International evidence," Energy, Elsevier, vol. 72(C), pages 554-560.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ghazouani, Tarek, 2022. "Dynamic impact of globalization on renewable energy consumption: Non-parametric modelling evidence," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    2. Ibrahiem, Dalia M. & Hanafy, Shaimaa A., 2021. "Do energy security and environmental quality contribute to renewable energy? The role of trade openness and energy use in North African countries," Renewable Energy, Elsevier, vol. 179(C), pages 667-678.
    3. Shahbaz, Muhammad & Sinha, Avik & Raghutla, Chandrashekar & Vo, Xuan Vinh, 2022. "Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption," Energy, Elsevier, vol. 238(PB).
    4. Yi, Sun & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Fareed, Zeeshan, 2023. "How economic policy uncertainty and financial development contribute to renewable energy consumption? The importance of economic globalization," Renewable Energy, Elsevier, vol. 202(C), pages 1357-1367.
    5. Zheng Guang‐Wen & Muntasir Murshed & Abu Bakkar Siddik & Md Shabbir Alam & Daniel Balsalobre‐Lorente & Haider Mahmood, 2023. "Achieving the objectives of the 2030 sustainable development goals agenda: Causalities between economic growth, environmental sustainability, financial development, and renewable energy consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 680-697, April.
    6. Habiba, Umme & Xinbang, Cao, 2023. "The contribution of different aspects of financial development to renewable energy consumption in E7 countries: The transition to a sustainable future," Renewable Energy, Elsevier, vol. 203(C), pages 703-714.
    7. Fang, Jianchun & Gozgor, Giray & Mahalik, Mantu Kumar & Mallick, Hrushikesh & Padhan, Hemachandra, 2022. "Does urbanisation induce renewable energy consumption in emerging economies? The role of education in energy switching policies," Energy Economics, Elsevier, vol. 111(C).
    8. Appiah-Otoo, Isaac & Chen, Xudong & Ampah, Jeffrey Dankwa, 2023. "Does financial structure affect renewable energy consumption? Evidence from G20 countries," Energy, Elsevier, vol. 272(C).
    9. Muntasir Murshed & Mohamed Elheddad & Rizwan Ahmed & Mohga Bassim & Ei Thuzar Than, 2022. "Foreign Direct Investments, Renewable Electricity Output, and Ecological Footprints: Do Financial Globalization Facilitate Renewable Energy Transition and Environmental Welfare in Bangladesh?," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 29(1), pages 33-78, March.
    10. Chen, Chaoyi & Pinar, Mehmet & Stengos, Thanasis, 2021. "Determinants of renewable energy consumption: Importance of democratic institutions," Renewable Energy, Elsevier, vol. 179(C), pages 75-83.
    11. Festus Fatai Adedoyin & Festus Victor Bekun & Kayode Kolawole Eluwole & Samuel Adams, 2022. "Modelling the Nexus between Financial Development, FDI, and CO 2 Emission: Does Institutional Quality Matter?," Energies, MDPI, vol. 15(20), pages 1-17, October.
    12. Yan Wu & Cong Hu & Xunpeng Shi, 2021. "Heterogeneous Effects of the Belt and Road Initiative on Energy Efficiency in Participating Countries," Energies, MDPI, vol. 14(18), pages 1-21, September.
    13. Gozgor, Giray & Mahalik, Mantu Kumar & Demir, Ender & Padhan, Hemachandra, 2020. "The impact of economic globalization on renewable energy in the OECD countries," Energy Policy, Elsevier, vol. 139(C).
    14. Khan, Anwar & Chenggang, Yang & Hussain, Jamal & Kui, Zhou, 2021. "Impact of technological innovation, financial development and foreign direct investment on renewable energy, non-renewable energy and the environment in belt & Road Initiative countries," Renewable Energy, Elsevier, vol. 171(C), pages 479-491.
    15. Ma, Yu & Zhang, Tingting & Qian, Wenyu & Wei, Danqi, 2022. "Financial development, demographic changes, and the growth of the non-hydro renewable energy Industry—An empirical test based on R&D and financing costs," Renewable Energy, Elsevier, vol. 185(C), pages 217-229.
    16. Fotio, Hervé Kaffo & Adams, Samuel & Nkengfack, Hilaire & Poumie, Boker, 2023. "Achieving sustainable development goal 7 in Africa: Does globalization matter for electricity access, renewable energy consumption, and energy efficiency?," Utilities Policy, Elsevier, vol. 82(C).
    17. Tan, Yan & Uprasen, Utai, 2022. "The effect of foreign direct investment on renewable energy consumption subject to the moderating effect of environmental regulation: Evidence from the BRICS countries," Renewable Energy, Elsevier, vol. 201(P2), pages 135-149.
    18. Yilmaz Bayar & Mahmut Unsal Sasmaz & Mehmet Hilmi Ozkaya, 2020. "Impact of Trade and Financial Globalization on Renewable Energy in EU Transition Economies: A Bootstrap Panel Granger Causality Test," Energies, MDPI, vol. 14(1), pages 1-13, December.
    19. Acheampong, Alex O. & Opoku, Eric Evans Osei & Dogah, Kingsley E., 2023. "The political economy of energy transition: The role of globalization and governance in the adoption of clean cooking fuels and technologies," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    20. Wang, Bo & Wang, Jianda & Dong, Kangyin & Dong, Xiucheng, 2023. "Is the digital economy conducive to the development of renewable energy in Asia?," Energy Policy, Elsevier, vol. 173(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:10:p:6031-:d:816773. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.